Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9393761 0.7007397 0.4398769
bt 0.8947570 0.6170258 0.3419601
maxnet 0.8038390 0.5135579 NA
gam 0.8089708 0.4952429 0.2094632
glm 0.7347533 0.4213406 0.1126549

Variable Importance

Partial Dependence